Demystifying AI and ML for Cyber-Threat Intelligence

£179.50

Demystifying AI and ML for Cyber-Threat Intelligence

Databases Computer security Network security Artificial intelligence

Dinosaur mascot

Collection: Information Systems Engineering and Management

Language: English

Published by: Springer

Published on: 16th August 2025

Format: LCP-protected ePub

ISBN: 9783031907234


Overview

This book simplifies complex AI and ML concepts, making them accessible to security analysts, IT professionals, researchers, and decision-makers. Cyber threats have become increasingly sophisticated in the ever-evolving digital landscape, making traditional security measures insufficient to combat modern attacks. Artificial intelligence (AI) and machine learning (ML) have emerged as transformative tools in cybersecurity, enabling organizations to detect, prevent, and respond to threats with greater efficiency.

Content and Insights

This book is a comprehensive guide, bridging the gap between cybersecurity and AI/ML by offering clear, practical insights into their role in threat intelligence. Readers will gain a solid foundation in key AI and ML principles, including supervised and unsupervised learning, deep learning, and natural language processing (NLP) while exploring real-world applications such as intrusion detection, malware analysis, and fraud prevention.

Practical Application and Trends

Through hands-on insights, case studies, and implementation strategies, it provides actionable knowledge for integrating AI-driven threat intelligence into security operations. Additionally, it examines emerging trends, ethical considerations, and the evolving role of AI in cybersecurity.

Approach and Audience

Unlike overly technical manuals, this book balances theoretical concepts with practical applications, breaking down complex algorithms into actionable insights. Whether a seasoned professional or a beginner, readers will find this book an essential roadmap to navigating the future of cybersecurity in an AI-driven world.

Goals and Empowerment

This book empowers its audience to stay ahead of cyber adversaries and embrace the next generation of intelligent threat detection.

Show moreShow less